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Senior AI and Machine Learning Engineer
2 months ago
We are committed to harnessing the power of artificial intelligence and machine learning to drive innovation and progress in our industry, communities, and the world. Our mission is to create cutting-edge products that accelerate next-generation computing experiences, from the data center to PCs, gaming, and embedded systems.
Your Role in Our AI JourneyIn this exciting opportunity, you will be immersed in the world of open-source AI compiler and runtime stack. Your responsibilities will encompass gaining a comprehensive understanding of compiling Machine Learning networks specifically tailored for AMD graphics cards. As part of your role, you will have the chance to contribute to the development of various components within a sophisticated software tool chain, all crafted in C++.
Key Responsibilities- Conduct benchmarking on prevalent AI model workloads, including tasks in vision, speech recognition, language processing, and generative models.
- Stay abreast of software and hardware trends and innovations, particularly in algorithms and architecture, ensuring the integration of the latest advancements into our projects.
- Participate in new GPU bring ups for AI software.
- Strong object-oriented programming background, C/C++ preferred.
- Proficient in crafting high-performance GPU kernels.
- Excellent verbal communication and writing skills.
- Proven expertise in optimizing high-performance GPU kernels.
- Prior hands-on experience using AI accelerators.
- Contributions in LLVM or MLIR projects.
- Previous exposure to machine learning models.
- Advanced degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
